Archives for Kubernetes - Page 3
Open-source machine learning toolkit built for Kubernetes, Kubeflow has now released its 1.2 version. Some of the major features in this new version include enhancements to the model building, training tuning, and machine learning pipelining; introduction of automated configuration of hyperparameters for better accuracy; serverless interfacing on Kubernetes; and providing interactive coding environment for better…
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Recently, Microsoft announced the general availability of Bridge to Kubernetes, formerly known as Local Process with Kubernetes. It is an iterative development tool offered in Visual Studio and VS Code, which allows developers to write, test as well as debug microservice code on their development workstations while consuming dependencies and inheriting the existing configuration from a Kubernetes…
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Recently, Microsoft announced the general availability of Bridge to Kubernetes, formerly known as Local Process with Kubernetes. It is an iterative development tool offered in Visual Studio and VS Code, which allows developers to write, test as well as debug microservice code on their development workstations while consuming dependencies and inheriting the existing configuration from a Kubernetes…
The post Microsoft Announces General Availability Of Bridge To Kubernetes appeared first on Analytics India Magazine.
Over the last few years, Kubernetes have become the de-facto standard for container orchestration and has also won the race against Docker for being the most loved platforms among developers. Released in 2014, Kubernetes has come a long way with currently being used across the entire cloudscape platforms. In fact, recent reports state that out…
The post Did Google Open Sourcing Kubernetes Backfired? appeared first on Analytics India Magazine.
The use of DevOps tools has increased rapidly in recent times. This is because these tools are aimed to develop, integrate and provide a swift IT service delivery through improved communication between developers and operators. Be it a startup or a large enterprise, everyone is relying on DevOps tools to streamline their business operations. DevOps…
The post A Comparison Of Top DevOps Automation Tools appeared first on Analytics India Magazine.
Container management platforms are leveraged by developers to launch, test, and secure applications in resource-independent environments. Containers include components of applications, libraries, or collections of source code that can be used or deployed on demand. The container management platforms support users designate resources to optimise performance and balance system workloads. Companies utilise container management platforms […]
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Built by developers of Google, IBM, Cisco, among others, Kubeflow is an open-source machine learning toolkit for Kubernetes. Kubeflow is built on Kubernetes as a system for deploying, scaling as well as managing complex systems. Initially, Kubeflow started to work as a simpler way to run TensorFlow works on Kubernetes, which was based on a…
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Container management tools such as Kubernetes streamlines the development of applications; therefore, since its release ten years ago, it has been orchestrating containerised applications. Various organisations have embraced Kubernetes to train, evaluate, and deploy containerised machine learning models. However, delivering a machine learning model is cumbersome as it usually gets bulky. To address these challenges,…
The post How Can AWS SageMaker and Kubernetes Integration Help ML Developers? appeared first on Analytics India Magazine.
As one of the world’s most popular providers of open source solutions, RedHat has been doing a lot in the domain of emerging tech. Earlier this year, the tech giant announced the general availability of Red Hat CodeReady Workspaces as a step forward to improving open-source AI. Some of the other popular infrastructures provided by…
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The pace of innovation and change will, in general, leave dependable procedures in the dust. Same is the case with software development. Running programming in containers is getting on, and an essential reason is on the grounds that when code is created in one environment, it may not run the equivalent on the off chance…
The post How Kubernetes Won The Container Orchestration Race From Docker appeared first on Analytics India Magazine.